@inproceedings{guo-etal-2026-exgql, title = "{E}x{GQL}: Self-Improving Natural Language-to-Graph Query Generation via Experience-Guided Learning", author = {Guo, Penghong and Du, Boxin and Zhou, Houliang and Gupta, Chaman and Gu, Yina and K{\"u}llian, Rayssa and Jiang, Shen}, editor = "Kamalloo, Ehsan and Gontier, Nicolas and Rozanov, Nikolai and Hashemzadeh, Maryam and Arora, Akhil", booktitle = "Proceedings of the Second Workshop for {RE}search on Agent Language Models ({REALM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.realm-1.58/", pages = "846--855", ISBN = "979-8-89176-485-9" }